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Title: GitHub - microsoft/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system · GitHub

Open Graph Title: GitHub - microsoft/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system

X Title: GitHub - microsoft/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system

Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - microsoft/graphrag

Open Graph Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - microsoft/graphrag

X Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - microsoft/graphrag

Opengraph URL: https://github.com/microsoft/graphrag

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https://github.com/microsoft/graphrag#graphrag
Microsoft Research Blog Posthttps://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Read the docshttps://microsoft.github.io/graphrag
GraphRAG Arxivhttps://arxiv.org/pdf/2404.16130
https://pypi.org/project/graphrag/
https://pypi.org/project/graphrag/
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Microsoft Research Blog Post.https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
https://github.com/microsoft/graphrag#quickstart
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RAI_TRANSPARENCY.mdhttps://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md
What is GraphRAG?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#what-is-graphrag
What can GraphRAG do?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#what-can-graphrag-do
What are GraphRAG’s intended use(s)?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#what-are-graphrags-intended-uses
How was GraphRAG evaluated? What metrics are used to measure performance?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#how-was-graphrag-evaluated-what-metrics-are-used-to-measure-performance
What are the limitations of GraphRAG? How can users minimize the impact of GraphRAG’s limitations when using the system?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#what-are-the-limitations-of-graphrag-how-can-users-minimize-the-impact-of-graphrags-limitations-when-using-the-system
What operational factors and settings allow for effective and responsible use of GraphRAG?https://github.com/microsoft/graphrag/blob/main/RAI_TRANSPARENCY.md#what-operational-factors-and-settings-allow-for-effective-and-responsible-use-of-graphrag
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